Linxiang Peng

Linxiang Peng

Undergraduate Researcher

University of Science and Technology of China

Research Interests

Video Understanding
Vision-Language Models
LLM Post-training

About

I am an undergraduate student at the University of Science and Technology of China (USTC).

My research interests lie in video understanding and VLM/LLM post-training. I am especially interested in helping machines discover meaningful structure in long, complex visual sequences.

I am currently open to research collaborations and internship opportunities. Please feel free to get in touch.

Selected Publications

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FIS-OT: Feature-Induced Optimal Transport for Unsupervised Action Segmentation

Linxiang Peng, Xinyao Qin, Jinhan Li, Di Yang, Jiangtao Wang

2026 IEEE International Conference on Multimedia and Expo (ICME)

A feature-induced optimal transport framework that couples local representation learning with global structural alignment through cyclic optimization, reducing rigid priors and confirmation bias in unsupervised action segmentation.

News

2026-01

Our paper FIS-OT has been accepted to IEEE ICME 2026 🎉

2025-12

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